Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 0.174030 0.191459 0.210554 0.233149 0.259313 0.288851 0.324998
2025-05-25 0.140169 0.162647 0.189253 0.223537 0.267259 0.322171 0.398071
2025-06-01 0.121115 0.145828 0.176723 0.219122 0.277377 0.357182 0.479796
2025-06-08 0.109082 0.135147 0.169163 0.218291 0.290163 0.396432 0.576576
2025-06-15 0.100865 0.127985 0.164687 0.220099 0.305852 0.442001 0.696210
2025-06-22 0.090717 0.116961 0.153360 0.210021 0.301266 0.453869 0.760665
2025-06-29 0.083044 0.108573 0.144754 0.202639 0.299303 0.469049 0.835811
2025-07-06 0.077142 0.102147 0.138296 0.197624 0.300168 0.488987 0.927791
2025-07-13 0.074717 0.100503 0.138715 0.203483 0.320524 0.550058 1.140411
2025-07-20 0.072900 0.099562 0.140035 0.210866 0.344782 0.625393 1.433241
2025-07-27 0.071070 0.098419 0.140867 0.217413 0.368536 0.706681 1.802869
2025-08-03 0.069114 0.096909 0.140923 0.222502 0.390234 0.790187 2.255861
2025-08-10 0.066008 0.093462 0.137629 0.221312 0.399160 0.846528 2.675738
2025-08-17 0.061719 0.087886 0.130374 0.211926 0.388705 0.848148 2.863222
2025-08-24 0.058677 0.084159 0.126023 0.207725 0.389436 0.882567 3.265723
2025-08-31 0.056450 0.081626 0.123545 0.206931 0.398009 0.944009 3.926542
2025-09-07 0.054786 0.079918 0.122372 0.208601 0.412868 1.032003 4.962777
2025-09-14 0.051626 0.075542 0.116151 0.199249 0.398476 1.015629 5.170481
2025-09-21 0.049044 0.072031 0.111303 0.192391 0.389652 1.017278 5.569783
2025-09-28 0.046947 0.069251 0.107633 0.187727 0.385977 1.037461 6.229189
2025-10-05 0.046366 0.069027 0.108629 0.193174 0.410506 1.178308 8.871837
2025-10-12 0.045977 0.069109 0.110189 0.200032 0.440618 1.362649 13.765093
2025-10-19 0.045490 0.068986 0.111342 0.206108 0.470045 1.567568 22.460961